Title Basics Data Profiling Report

Dataset statistics

Number of variables	9
Number of observations	11497554
Missing cells	862
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	789.5 MiB
Average record size in memory	72.0 B

Variable types

Text	7
Categorical	2

Alerts

`titleType` is highly imbalanced (61.9%)	Imbalance
`isAdult` is highly imbalanced (96.2%)	Imbalance
`tconst` has unique values	Unique

Reproduction

Analysis started	2025-03-06 14:07:41.634718
Analysis finished	2025-03-06 14:23:33.653208
Duration	15 minutes and 52.02 seconds
Software version	ydata-profiling vv4.13.0
Download configuration	config.json

tconst
Text

Unique

Distinct	11497554
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	87.7 MiB

Length

Max length	10
Median length	10
Mean length	9.5100721
Min length	9

Characters and Unicode

Total characters	109342567
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	11497554 ?
Unique (%)	100.0%

Sample

1st row	tt0000001
2nd row	tt0000002
3rd row	tt0000003
4th row	tt0000004
5th row	tt0000005

Value	Count	Frequency (%)
tt0000003	1	< 0.1%
tt9916880	1	< 0.1%
tt9916824	1	< 0.1%
tt9916826	1	< 0.1%
tt9916830	1	< 0.1%
tt9916832	1	< 0.1%
tt9916834	1	< 0.1%
tt9916836	1	< 0.1%
tt9916838	1	< 0.1%
tt9916840	1	< 0.1%
Other values (11497544)	11497544	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
t	22995108	21.0%
1	11178421	10.2%
2	10595346	9.7%
0	9382735	8.6%
4	8732037	8.0%
3	8662308	7.9%
8	8403278	7.7%
6	8375926	7.7%
5	7263202	6.6%
7	6942274	6.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	109342567	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	22995108	21.0%
1	11178421	10.2%
2	10595346	9.7%
0	9382735	8.6%
4	8732037	8.0%
3	8662308	7.9%
8	8403278	7.7%
6	8375926	7.7%
5	7263202	6.6%
7	6942274	6.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	109342567	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	22995108	21.0%
1	11178421	10.2%
2	10595346	9.7%
0	9382735	8.6%
4	8732037	8.0%
3	8662308	7.9%
8	8403278	7.7%
6	8375926	7.7%
5	7263202	6.6%
7	6942274	6.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	109342567	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	22995108	21.0%
1	11178421	10.2%
2	10595346	9.7%
0	9382735	8.6%
4	8732037	8.0%
3	8662308	7.9%
8	8403278	7.7%
6	8375926	7.7%
5	7263202	6.6%
7	6942274	6.3%

titleType
Categorical

Imbalance

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.7 MiB

tvEpisode	8842179
short	1047689
movie	708125
video	306986
tvSeries	277985
Other values (6)	314590

Length

Max length	12
Median length	9
Mean length	8.2459255
Min length	5

Characters and Unicode

Total characters	94807974
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	short
2nd row	short
3rd row	short
4th row	short
5th row	short

Common Values

Value	Count	Frequency (%)
tvEpisode	8842179	76.9%
short	1047689	9.1%
movie	708125	6.2%
video	306986	2.7%
tvSeries	277985	2.4%
tvMovie	150130	1.3%
tvMiniSeries	60199	0.5%
tvSpecial	51496	0.4%
videoGame	42183	0.4%
tvShort	10581	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
tvepisode	8842179	76.9%
short	1047689	9.1%
movie	708125	6.2%
video	306986	2.7%
tvseries	277985	2.4%
tvmovie	150130	1.3%
tvminiseries	60199	0.5%
tvspecial	51496	0.4%
videogame	42183	0.4%
tvshort	10581	0.1%

Most occurring characters

Value	Count	Frequency (%)
o	11107874	11.7%
e	10819650	11.4%
v	10599995	11.2%
i	10559682	11.1%
t	10450842	11.0%
s	10228052	10.8%
d	9191348	9.7%
p	8893675	9.4%
E	8842179	9.3%
r	1396454	1.5%
Other values (10)	2718223	2.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	94807974	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	11107874	11.7%
e	10819650	11.4%
v	10599995	11.2%
i	10559682	11.1%
t	10450842	11.0%
s	10228052	10.8%
d	9191348	9.7%
p	8893675	9.4%
E	8842179	9.3%
r	1396454	1.5%
Other values (10)	2718223	2.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	94807974	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	11107874	11.7%
e	10819650	11.4%
v	10599995	11.2%
i	10559682	11.1%
t	10450842	11.0%
s	10228052	10.8%
d	9191348	9.7%
p	8893675	9.4%
E	8842179	9.3%
r	1396454	1.5%
Other values (10)	2718223	2.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	94807974	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	11107874	11.7%
e	10819650	11.4%
v	10599995	11.2%
i	10559682	11.1%
t	10450842	11.0%
s	10228052	10.8%
d	9191348	9.7%
p	8893675	9.4%
E	8842179	9.3%
r	1396454	1.5%
Other values (10)	2718223	2.9%

primaryTitle
Text

Distinct	5169977
Distinct (%)	45.0%
Missing	19
Missing (%)	< 0.1%
Memory size	87.7 MiB

Length

Max length	458
Median length	405
Mean length	19.86731
Min length	1

Characters and Unicode

Total characters	228425088
Distinct characters	203
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4713837 ?
Unique (%)	41.0%

Sample

1st row	Carmencita
2nd row	Le clown et ses chiens
3rd row	Poor Pierrot
4th row	Un bon bock
5th row	Blacksmith Scene

Value	Count	Frequency (%)
episode	4829829	12.7%
the	1176720	3.1%
dated	940908	2.5%
	459714	1.2%
of	404569	1.1%
a	321853	0.8%
and	254404	0.7%
in	232228	0.6%
to	190171	0.5%
2	150513	0.4%
Other values (1413980)	29071058	76.4%

Most occurring characters

Value	Count	Frequency (%)
	26533623	11.6%
e	20063100	8.8%
i	13155102	5.8%
o	12971854	5.7%
a	11418055	5.0%
s	11183018	4.9%
d	10121912	4.4%
r	8223486	3.6%
t	8136502	3.6%
n	8110022	3.6%
Other values (193)	98508414	43.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	228425088	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	26533623	11.6%
e	20063100	8.8%
i	13155102	5.8%
o	12971854	5.7%
a	11418055	5.0%
s	11183018	4.9%
d	10121912	4.4%
r	8223486	3.6%
t	8136502	3.6%
n	8110022	3.6%
Other values (193)	98508414	43.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	228425088	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	26533623	11.6%
e	20063100	8.8%
i	13155102	5.8%
o	12971854	5.7%
a	11418055	5.0%
s	11183018	4.9%
d	10121912	4.4%
r	8223486	3.6%
t	8136502	3.6%
n	8110022	3.6%
Other values (193)	98508414	43.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	228425088	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	26533623	11.6%
e	20063100	8.8%
i	13155102	5.8%
o	12971854	5.7%
a	11418055	5.0%
s	11183018	4.9%
d	10121912	4.4%
r	8223486	3.6%
t	8136502	3.6%
n	8110022	3.6%
Other values (193)	98508414	43.1%

originalTitle
Text

Distinct	5194979
Distinct (%)	45.2%
Missing	19
Missing (%)	< 0.1%
Memory size	87.7 MiB

Length

Max length	458
Median length	405
Mean length	19.864735
Min length	1

Characters and Unicode

Total characters	228395487
Distinct characters	190
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4739045 ?
Unique (%)	41.2%

Sample

1st row	Carmencita
2nd row	Le clown et ses chiens
3rd row	Pauvre Pierrot
4th row	Un bon bock
5th row	Blacksmith Scene

Value	Count	Frequency (%)
episode	4829765	12.7%
the	1124106	3.0%
dated	940907	2.5%
	460722	1.2%
of	383798	1.0%
a	313525	0.8%
and	247633	0.7%
in	226191	0.6%
to	187797	0.5%
de	151446	0.4%
Other values (1450862)	29142850	76.7%

Most occurring characters

Value	Count	Frequency (%)
	26511220	11.6%
e	20007205	8.8%
i	13203158	5.8%
o	12963151	5.7%
a	11499813	5.0%
s	11188948	4.9%
d	10124757	4.4%
r	8199996	3.6%
n	8137510	3.6%
t	8099495	3.5%
Other values (180)	98460234	43.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	228395487	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	26511220	11.6%
e	20007205	8.8%
i	13203158	5.8%
o	12963151	5.7%
a	11499813	5.0%
s	11188948	4.9%
d	10124757	4.4%
r	8199996	3.6%
n	8137510	3.6%
t	8099495	3.5%
Other values (180)	98460234	43.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	228395487	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	26511220	11.6%
e	20007205	8.8%
i	13203158	5.8%
o	12963151	5.7%
a	11499813	5.0%
s	11188948	4.9%
d	10124757	4.4%
r	8199996	3.6%
n	8137510	3.6%
t	8099495	3.5%
Other values (180)	98460234	43.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	228395487	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	26511220	11.6%
e	20007205	8.8%
i	13203158	5.8%
o	12963151	5.7%
a	11499813	5.0%
s	11188948	4.9%
d	10124757	4.4%
r	8199996	3.6%
n	8137510	3.6%
t	8099495	3.5%
Other values (180)	98460234	43.1%

isAdult
Categorical

Imbalance

Distinct	45
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.7 MiB

0	11125251
1	371479
1978	130
1985	83
1980	66
Other values (40)	545

Length

Max length	4
Median length	1
Mean length	1.0002148
Min length	1

Characters and Unicode

Total characters	11500024
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	11125251	96.8%
1	371479	3.2%
1978	130	< 0.1%
1985	83	< 0.1%
1980	66	< 0.1%
1979	63	< 0.1%
1984	41	< 0.1%
1974	33	< 0.1%
1982	32	< 0.1%
1972	29	< 0.1%
Other values (35)	347	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
0	11125251	96.8%
1	371479	3.2%
1978	130	< 0.1%
1985	83	< 0.1%
1980	66	< 0.1%
1979	63	< 0.1%
1984	41	< 0.1%
1974	33	< 0.1%
1982	32	< 0.1%
1972	29	< 0.1%
Other values (35)	347	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	11125451	96.7%
1	372300	3.2%
9	780	< 0.1%
8	469	< 0.1%
7	392	< 0.1%
2	208	< 0.1%
6	146	< 0.1%
5	133	< 0.1%
4	85	< 0.1%
3	58	< 0.1%
Other values (2)	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	11500024	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	11125451	96.7%
1	372300	3.2%
9	780	< 0.1%
8	469	< 0.1%
7	392	< 0.1%
2	208	< 0.1%
6	146	< 0.1%
5	133	< 0.1%
4	85	< 0.1%
3	58	< 0.1%
Other values (2)	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	11500024	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	11125451	96.7%
1	372300	3.2%
9	780	< 0.1%
8	469	< 0.1%
7	392	< 0.1%
2	208	< 0.1%
6	146	< 0.1%
5	133	< 0.1%
4	85	< 0.1%
3	58	< 0.1%
Other values (2)	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	11500024	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	11125451	96.7%
1	372300	3.2%
9	780	< 0.1%
8	469	< 0.1%
7	392	< 0.1%
2	208	< 0.1%
6	146	< 0.1%
5	133	< 0.1%
4	85	< 0.1%
3	58	< 0.1%
Other values (2)	2	< 0.1%

startYear
Text

Distinct	152
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.7 MiB

Length

Max length	4
Median length	4
Mean length	3.7521087
Min length	2

Characters and Unicode

Total characters	43140072
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	1894
2nd row	1892
3rd row	1892
4th row	1892
5th row	1893

Value	Count	Frequency (%)
n	1425072	12.4%
2021	507756	4.4%
2022	490371	4.3%
2018	457557	4.0%
2023	454467	4.0%
2019	453971	3.9%
2017	451182	3.9%
2020	435636	3.8%
2016	426996	3.7%
2015	401774	3.5%
Other values (142)	5992772	52.1%

Most occurring characters

Value	Count	Frequency (%)
2	11306873	26.2%
0	10422710	24.2%
1	7298469	16.9%
9	3997798	9.3%
\	1425072	3.3%
N	1425072	3.3%
8	1406997	3.3%
7	1300422	3.0%
3	1189585	2.8%
4	1173709	2.7%
Other values (2)	2193365	5.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	43140072	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	11306873	26.2%
0	10422710	24.2%
1	7298469	16.9%
9	3997798	9.3%
\	1425072	3.3%
N	1425072	3.3%
8	1406997	3.3%
7	1300422	3.0%
3	1189585	2.8%
4	1173709	2.7%
Other values (2)	2193365	5.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	43140072	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	11306873	26.2%
0	10422710	24.2%
1	7298469	16.9%
9	3997798	9.3%
\	1425072	3.3%
N	1425072	3.3%
8	1406997	3.3%
7	1300422	3.0%
3	1189585	2.8%
4	1173709	2.7%
Other values (2)	2193365	5.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	43140072	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	11306873	26.2%
0	10422710	24.2%
1	7298469	16.9%
9	3997798	9.3%
\	1425072	3.3%
N	1425072	3.3%
8	1406997	3.3%
7	1300422	3.0%
3	1189585	2.8%
4	1173709	2.7%
Other values (2)	2193365	5.1%

endYear
Text

Distinct	97
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.7 MiB

Length

Max length	4
Median length	2
Mean length	2.0238319
Min length	1

Characters and Unicode

Total characters	23269117
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	< 0.1%

Sample

1st row	\N
2nd row	\N
3rd row	\N
4th row	\N
5th row	\N

Value	Count	Frequency (%)
n	11360548	98.8%
2019	7352	0.1%
2018	7252	0.1%
2017	7182	0.1%
2020	7157	0.1%
2021	7019	0.1%
2022	6577	0.1%
2023	6000	0.1%
2016	5741	< 0.1%
2024	4968	< 0.1%
Other values (87)	77758	0.7%

Most occurring characters

Value	Count	Frequency (%)
\	11360548	48.8%
N	11360548	48.8%
2	151769	0.7%
0	139739	0.6%
1	97384	0.4%
9	60023	0.3%
8	22145	0.1%
7	18925	0.1%
6	15490	0.1%
3	14663	0.1%
Other values (2)	27883	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	23269117	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
\	11360548	48.8%
N	11360548	48.8%
2	151769	0.7%
0	139739	0.6%
1	97384	0.4%
9	60023	0.3%
8	22145	0.1%
7	18925	0.1%
6	15490	0.1%
3	14663	0.1%
Other values (2)	27883	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	23269117	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
\	11360548	48.8%
N	11360548	48.8%
2	151769	0.7%
0	139739	0.6%
1	97384	0.4%
9	60023	0.3%
8	22145	0.1%
7	18925	0.1%
6	15490	0.1%
3	14663	0.1%
Other values (2)	27883	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	23269117	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
\	11360548	48.8%
N	11360548	48.8%
2	151769	0.7%
0	139739	0.6%
1	97384	0.4%
9	60023	0.3%
8	22145	0.1%
7	18925	0.1%
6	15490	0.1%
3	14663	0.1%
Other values (2)	27883	0.1%

runtimeMinutes
Text

Distinct	958
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.7 MiB

Length

Max length	23
Median length	2
Mean length	1.9859534
Min length	1

Characters and Unicode

Total characters	22833606
Distinct characters	43
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	280 ?
Unique (%)	< 0.1%

Sample

1st row	1
2nd row	5
3rd row	5
4th row	12
5th row	1

Value	Count	Frequency (%)
n	7844505	68.2%
30	340204	3.0%
60	255478	2.2%
22	198493	1.7%
45	105243	0.9%
15	102327	0.9%
25	82379	0.7%
44	82274	0.7%
23	76354	0.7%
10	76343	0.7%
Other values (948)	2333954	20.3%

Most occurring characters

Value	Count	Frequency (%)
N	7844508	34.4%
\	7844505	34.4%
2	1210172	5.3%
0	1096535	4.8%
1	1008872	4.4%
3	777354	3.4%
4	768323	3.4%
5	725104	3.2%
6	525085	2.3%
8	371123	1.6%
Other values (33)	662025	2.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	22833606	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	7844508	34.4%
\	7844505	34.4%
2	1210172	5.3%
0	1096535	4.8%
1	1008872	4.4%
3	777354	3.4%
4	768323	3.4%
5	725104	3.2%
6	525085	2.3%
8	371123	1.6%
Other values (33)	662025	2.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	22833606	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	7844508	34.4%
\	7844505	34.4%
2	1210172	5.3%
0	1096535	4.8%
1	1008872	4.4%
3	777354	3.4%
4	768323	3.4%
5	725104	3.2%
6	525085	2.3%
8	371123	1.6%
Other values (33)	662025	2.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	22833606	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	7844508	34.4%
\	7844505	34.4%
2	1210172	5.3%
0	1096535	4.8%
1	1008872	4.4%
3	777354	3.4%
4	768323	3.4%
5	725104	3.2%
6	525085	2.3%
8	371123	1.6%
Other values (33)	662025	2.9%

genres
Text

Distinct	2385
Distinct (%)	< 0.1%
Missing	824
Missing (%)	< 0.1%
Memory size	87.7 MiB

Length

Max length	32
Median length	28
Mean length	10.943875
Min length	2

Characters and Unicode

Total characters	125818780
Distinct characters	37
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	213 ?
Unique (%)	< 0.1%

Sample

1st row	Documentary,Short
2nd row	Animation,Short
3rd row	Animation,Comedy,Romance
4th row	Animation,Short
5th row	Short

Value	Count	Frequency (%)
drama	1298950	11.3%
comedy	751748	6.5%
talk-show	725249	6.3%
news	598679	5.2%
documentary	554505	4.8%
drama,romance	524304	4.6%
n	506043	4.4%
reality-tv	365972	3.2%
adult	314492	2.7%
news,talk-show	260313	2.3%
Other values (2375)	5596475	48.7%

Most occurring characters

Value	Count	Frequency (%)
a	13326852	10.6%
m	9982927	7.9%
o	9576901	7.6%
r	8418910	6.7%
e	8413216	6.7%
,	6840408	5.4%
y	5834103	4.6%
t	5794351	4.6%
i	4832789	3.8%
n	4507740	3.6%
Other values (27)	48290583	38.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	125818780	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	13326852	10.6%
m	9982927	7.9%
o	9576901	7.6%
r	8418910	6.7%
e	8413216	6.7%
,	6840408	5.4%
y	5834103	4.6%
t	5794351	4.6%
i	4832789	3.8%
n	4507740	3.6%
Other values (27)	48290583	38.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	125818780	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	13326852	10.6%
m	9982927	7.9%
o	9576901	7.6%
r	8418910	6.7%
e	8413216	6.7%
,	6840408	5.4%
y	5834103	4.6%
t	5794351	4.6%
i	4832789	3.8%
n	4507740	3.6%
Other values (27)	48290583	38.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	125818780	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	13326852	10.6%
m	9982927	7.9%
o	9576901	7.6%
r	8418910	6.7%
e	8413216	6.7%
,	6840408	5.4%
y	5834103	4.6%
t	5794351	4.6%
i	4832789	3.8%
n	4507740	3.6%
Other values (27)	48290583	38.4%

	isAdult	titleType
isAdult	1.000	0.097
titleType	0.097	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

	tconst	titleType	primaryTitle	originalTitle	startYear	endYear	runtimeMinutes	genres
0	tt0000001	short	Carmencita	Carmencita	1894	\N	1	Documentary,Short
1	tt0000002	short	Le clown et ses chiens	Le clown et ses chiens	1892	\N	5	Animation,Short
2	tt0000003	short	Poor Pierrot	Pauvre Pierrot	1892	\N	5	Animation,Comedy,Romance
3	tt0000004	short	Un bon bock	Un bon bock	1892	\N	12	Animation,Short
4	tt0000005	short	Blacksmith Scene	Blacksmith Scene	1893	\N	1	Short
5	tt0000006	short	Chinese Opium Den	Chinese Opium Den	1894	\N	1	Short
6	tt0000007	short	Corbett and Courtney Before the Kinetograph	Corbett and Courtney Before the Kinetograph	1894	\N	1	Short,Sport
7	tt0000008	short	Edison Kinetoscopic Record of a Sneeze	Edison Kinetoscopic Record of a Sneeze	1894	\N	1	Documentary,Short
8	tt0000009	movie	Miss Jerry	Miss Jerry	1894	\N	45	Romance
9	tt0000010	short	Leaving the Factory	La sortie de l'usine Lumière à Lyon	1895	\N	1	Documentary,Short

	tconst	titleType	primaryTitle	originalTitle	startYear	endYear	runtimeMinutes	genres
11497544	tt9916838	tvEpisode	Episode #3.13	Episode #3.13	2009	\N	\N	Drama
11497545	tt9916840	tvEpisode	Horrid Henry's Comic Caper	Horrid Henry's Comic Caper	2014	\N	11	Adventure,Animation,Comedy
11497546	tt9916842	tvEpisode	Episode #3.16	Episode #3.16	2009	\N	\N	Drama
11497547	tt9916844	tvEpisode	Episode #3.15	Episode #3.15	2009	\N	\N	Drama
11497548	tt9916846	tvEpisode	Episode #3.18	Episode #3.18	2009	\N	\N	Drama
11497549	tt9916848	tvEpisode	Episode #3.17	Episode #3.17	2009	\N	\N	Drama
11497550	tt9916850	tvEpisode	Episode #3.19	Episode #3.19	2010	\N	\N	Drama
11497551	tt9916852	tvEpisode	Episode #3.20	Episode #3.20	2010	\N	\N	Drama
11497552	tt9916856	short	The Wind	The Wind	2015	\N	27	Short
11497553	tt9916880	tvEpisode	Horrid Henry Knows It All	Horrid Henry Knows It All	2014	\N	10	Adventure,Animation,Comedy

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)